Andreas C. Bueff

According to our database, Andreas C. Bueff authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning explanatory logical rules in non-linear domains: a neuro-symbolic approach.

Andreas C. Bueff, Vaishak Belle

Mach. Learn., July, 2024

2023

Deep Inductive Logic Programming meets Reinforcement Learning.

Andreas C. Bueff, Vaishak Belle

Proceedings of the Proceedings 39th International Conference on Logic Programming, 2023

Logic + Reinforcement Learning + Deep Learning: A Survey.

Andreas C. Bueff, Vaishak Belle

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Machine learning interpretability for a stress scenario generation in credit scoring based on counterfactuals.

Andreas C. Bueff, Mateusz Cytrynski, Raffaella Calabrese, Matthew Jones, John Roberts, Jonathon Moore, Iain Brown

Expert Syst. Appl., 2022

Explainability in Machine Learning: a Pedagogical Perspective.

Andreas C. Bueff, Ioannis Papantonis, Auste Simkute, Vaishak Belle

CoRR, 2022

2021

Probabilistic Tractable Models in Mixed Discrete-Continuous Domains.

Andreas C. Bueff, Stefanie Speichert, Vaishak Belle

Data Intell., 2021

2018

Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks.

Andreas C. Bueff, Stefanie Speichert, Vaishak Belle

CoRR, 2018